Table 6 Performance of LSTM variants and Avg.
From: An efficient learning based approach for automatic record deduplication with benchmark datasets
Dataset | F1-score | |||
|---|---|---|---|---|
avg | Lstm | Malstm | Malstm-t | |
Amazon-google | 0.65 | 0.81 | 0.612 | 0.6 |
Amazon-Walmart | 0.84 | 0.85 | 0.72 | 0.75 |
dblp-scholar | 0.96 | 0.97 | 0.85 | 0.85 |